Hey PH 🦫

Origin story:

You know the feeling — your friend told you the best ramen place in Tokyo 4 months ago. Today you're going to Tokyo. You search your messages.

1,247 results. None of them are "the answer."

Or: mom sent you a curry recipe in WhatsApp. Last weekend. Where is it now?

Or (for the builders): you and a friend figured out how to fix something tricky 6 months ago. Today the problem's back. Where was that conversation?

We built Beever Atlas because we kept losing things in our own chats.

Tried Notion (too tedious). Tried search (too noisy). Karpathy posted a public note recently calling for "an LLM Wiki" — basically: turn your messages into a self-organizing knowledge base. Click — that's exactly

what we'd been building.

So we open-sourced it.

What it does, in plain English:

• Reads your Slack/Discord/Teams/Telegram chat history (with permission)

• Sorts the meaningful bits into Topics, Decisions, People, Citations

• Builds you a wiki — automatically updated when you chat

• Lets your AI assistant (e.g. Cursor) read it directly

Runs on your laptop. Your data, your machine. Free + open source.

Two questions for you:

1. Would this be useful for your OWN chat history? What's the first thing you'd search for?

2. Right now we read Slack/Discord/Teams/Telegram. What chat app should we add next? WhatsApp? iMessage? Email? Something else?

There's a Team Edition for companies (multi-user, login systems, audit logs — hello@votee.ai for that), but the open-source version IS the product. Built for ourselves first; scaled to teams later.

Built by our team in HK + Toronto.

Apache 2.0 — github.com/Beever-AI/beever-atlas

Thanks for the read 🙏

— Beever AI